Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 8642 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.3 MiB |
| Average record size in memory | 152.0 B |
Variable types
| Categorical | 6 |
|---|---|
| Numeric | 13 |
track has a high cardinality: 8081 distinct values | High cardinality |
artist has a high cardinality: 1542 distinct values | High cardinality |
uri has a high cardinality: 8625 distinct values | High cardinality |
danceability is highly overall correlated with valence | High correlation |
energy is highly overall correlated with loudness and 2 other fields | High correlation |
loudness is highly overall correlated with energy and 1 other fields | High correlation |
acousticness is highly overall correlated with energy and 1 other fields | High correlation |
valence is highly overall correlated with danceability and 3 other fields | High correlation |
tempo is highly overall correlated with time_signature | High correlation |
duration_ms is highly overall correlated with sections | High correlation |
sections is highly overall correlated with duration_ms | High correlation |
time_signature is highly overall correlated with tempo | High correlation |
track is uniformly distributed | Uniform |
uri is uniformly distributed | Uniform |
target is uniformly distributed | Uniform |
key has 1209 (14.0%) zeros | Zeros |
instrumentalness has 2877 (33.3%) zeros | Zeros |
Reproduction
| Analysis started | 2022-11-29 22:51:00.747916 |
|---|---|
| Analysis finished | 2022-11-29 22:51:18.352367 |
| Duration | 17.6 seconds |
| Software version | pandas-profiling vv3.5.0 |
| Download configuration | config.json |
| Distinct | 8081 |
|---|---|
| Distinct (%) | 93.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 67.6 KiB |
| God Rest Ye Merry, Gentlemen | 6 |
|---|---|
| The Twelve Days of Christmas | 4 |
| Monster Mash | 4 |
| Run, Run, Run | 4 |
| Overture | 4 |
| Other values (8076) |
Length
| Max length | 158 |
|---|---|
| Median length | 118 |
| Mean length | 21.520829 |
| Min length | 2 |
Characters and Unicode
| Total characters | 185983 |
|---|---|
| Distinct characters | 123 |
| Distinct categories | 12 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 3 ? |
Unique
| Unique | 7601 ? |
|---|---|
| Unique (%) | 88.0% |
Sample
| 1st row | Jealous Kind Of Fella |
|---|---|
| 2nd row | Initials B.B. |
| 3rd row | Melody Twist |
| 4th row | Mi Bomba Sonó |
| 5th row | Uravu Solla |
Common Values
| Value | Count | Frequency (%) |
| God Rest Ye Merry, Gentlemen | 6 | 0.1% |
| The Twelve Days of Christmas | 4 | < 0.1% |
| Monster Mash | 4 | < 0.1% |
| Run, Run, Run | 4 | < 0.1% |
| Overture | 4 | < 0.1% |
| Main Title | 4 | < 0.1% |
| Danny Boy | 4 | < 0.1% |
| Unchained Melody | 4 | < 0.1% |
| Goodnight My Love | 4 | < 0.1% |
| Just A Little Bit | 4 | < 0.1% |
| Other values (8071) | 8600 |
Length
| Value | Count | Frequency (%) |
| the | 1216 | 3.4% |
| 850 | 2.4% | |
| i | 651 | 1.8% |
| a | 644 | 1.8% |
| you | 572 | 1.6% |
| in | 492 | 1.4% |
| of | 482 | 1.4% |
| love | 463 | 1.3% |
| me | 402 | 1.1% |
| to | 386 | 1.1% |
| Other values (8002) | 29187 |
Most occurring characters
| Value | Count | Frequency (%) |
| 26703 | 14.4% | |
| e | 16768 | 9.0% |
| o | 11738 | 6.3% |
| a | 11671 | 6.3% |
| n | 9417 | 5.1% |
| i | 8685 | 4.7% |
| r | 8512 | 4.6% |
| t | 7642 | 4.1% |
| l | 6010 | 3.2% |
| s | 5721 | 3.1% |
| Other values (113) | 73116 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 118892 | |
| Uppercase Letter | 31571 | 17.0% |
| Space Separator | 26703 | 14.4% |
| Other Punctuation | 4353 | 2.3% |
| Decimal Number | 1741 | 0.9% |
| Dash Punctuation | 970 | 0.5% |
| Open Punctuation | 872 | 0.5% |
| Close Punctuation | 871 | 0.5% |
| Final Punctuation | 6 | < 0.1% |
| Other Letter | 2 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 16768 | |
| o | 11738 | |
| a | 11671 | |
| n | 9417 | 7.9% |
| i | 8685 | 7.3% |
| r | 8512 | 7.2% |
| t | 7642 | 6.4% |
| l | 6010 | 5.1% |
| s | 5721 | 4.8% |
| u | 4556 | 3.8% |
| Other values (43) | 28172 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 3115 | 9.9% |
| M | 2435 | 7.7% |
| S | 2386 | 7.6% |
| I | 2322 | 7.4% |
| A | 2317 | 7.3% |
| L | 2024 | 6.4% |
| B | 1754 | 5.6% |
| C | 1538 | 4.9% |
| D | 1444 | 4.6% |
| W | 1319 | 4.2% |
| Other values (24) | 10917 |
Other Punctuation
| Value | Count | Frequency (%) |
| ' | 1397 | |
| , | 973 | |
| : | 610 | |
| . | 593 | |
| " | 321 | 7.4% |
| / | 169 | 3.9% |
| ! | 144 | 3.3% |
| ? | 81 | 1.9% |
| & | 41 | 0.9% |
| # | 10 | 0.2% |
| Other values (4) | 14 | 0.3% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 371 | |
| 2 | 301 | |
| 9 | 232 | |
| 0 | 228 | |
| 6 | 146 | 8.4% |
| 7 | 115 | 6.6% |
| 8 | 102 | 5.9% |
| 4 | 92 | 5.3% |
| 3 | 81 | 4.7% |
| 5 | 73 | 4.2% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 969 | |
| – | 1 | 0.1% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 835 | |
| [ | 37 | 4.2% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 834 | |
| ] | 37 | 4.2% |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 4 | |
| ” | 2 |
Space Separator
| Value | Count | Frequency (%) |
| 26703 |
Other Letter
| Value | Count | Frequency (%) |
| º | 2 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1 |
Control
| Value | Count | Frequency (%) |
| | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 150465 | |
| Common | 35518 | 19.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 16768 | 11.1% |
| o | 11738 | 7.8% |
| a | 11671 | 7.8% |
| n | 9417 | 6.3% |
| i | 8685 | 5.8% |
| r | 8512 | 5.7% |
| t | 7642 | 5.1% |
| l | 6010 | 4.0% |
| s | 5721 | 3.8% |
| u | 4556 | 3.0% |
| Other values (78) | 59745 |
Common
| Value | Count | Frequency (%) |
| 26703 | ||
| ' | 1397 | 3.9% |
| , | 973 | 2.7% |
| - | 969 | 2.7% |
| ( | 835 | 2.4% |
| ) | 834 | 2.3% |
| : | 610 | 1.7% |
| . | 593 | 1.7% |
| 1 | 371 | 1.0% |
| " | 321 | 0.9% |
| Other values (25) | 1912 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 185214 | |
| None | 756 | 0.4% |
| Punctuation | 13 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 26703 | 14.4% | |
| e | 16768 | 9.1% |
| o | 11738 | 6.3% |
| a | 11671 | 6.3% |
| n | 9417 | 5.1% |
| i | 8685 | 4.7% |
| r | 8512 | 4.6% |
| t | 7642 | 4.1% |
| l | 6010 | 3.2% |
| s | 5721 | 3.1% |
| Other values (70) | 72347 |
None
| Value | Count | Frequency (%) |
| é | 166 | |
| ó | 91 | |
| ã | 74 | |
| ç | 61 | 8.1% |
| í | 44 | 5.8% |
| á | 42 | 5.6% |
| è | 36 | 4.8% |
| ê | 31 | 4.1% |
| ñ | 29 | 3.8% |
| É | 25 | 3.3% |
| Other values (29) | 157 |
Punctuation
| Value | Count | Frequency (%) |
| … | 6 | |
| ’ | 4 | |
| ” | 2 | 15.4% |
| – | 1 | 7.7% |
artist
Categorical
| Distinct | 1542 |
|---|---|
| Distinct (%) | 17.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 67.6 KiB |
| Traditional | 167 |
|---|---|
| P. Susheela | 130 |
| Jerry Goldsmith | 119 |
| Harry Belafonte | 117 |
| Ennio Morricone | 97 |
| Other values (1537) |
Length
| Max length | 42 |
|---|---|
| Median length | 33 |
| Mean length | 13.762092 |
| Min length | 3 |
Characters and Unicode
| Total characters | 118932 |
|---|---|
| Distinct characters | 76 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 640 ? |
|---|---|
| Unique (%) | 7.4% |
Sample
| 1st row | Garland Green |
|---|---|
| 2nd row | Serge Gainsbourg |
| 3rd row | Lord Melody |
| 4th row | Celia Cruz |
| 5th row | P. Susheela |
Common Values
| Value | Count | Frequency (%) |
| Traditional | 167 | 1.9% |
| P. Susheela | 130 | 1.5% |
| Jerry Goldsmith | 119 | 1.4% |
| Harry Belafonte | 117 | 1.4% |
| Ennio Morricone | 97 | 1.1% |
| Javier Solís | 77 | 0.9% |
| Frank Zappa | 77 | 0.9% |
| Raimon | 77 | 0.9% |
| Giacomo Puccini | 73 | 0.8% |
| Antônio Carlos Jobim | 73 | 0.8% |
| Other values (1532) | 7635 |
Length
| Value | Count | Frequency (%) |
| the | 1605 | 8.3% |
| 331 | 1.7% | |
| jerry | 173 | 0.9% |
| johnny | 172 | 0.9% |
| traditional | 167 | 0.9% |
| bobby | 162 | 0.8% |
| orchestra | 131 | 0.7% |
| susheela | 130 | 0.7% |
| p | 130 | 0.7% |
| goldsmith | 119 | 0.6% |
| Other values (2064) | 16150 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 11981 | 10.1% |
| 10628 | 8.9% | |
| a | 8830 | 7.4% |
| n | 8063 | 6.8% |
| o | 7804 | 6.6% |
| r | 7764 | 6.5% |
| i | 7022 | 5.9% |
| s | 5094 | 4.3% |
| l | 5041 | 4.2% |
| t | 4479 | 3.8% |
| Other values (66) | 42226 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 88434 | |
| Uppercase Letter | 19046 | 16.0% |
| Space Separator | 10628 | 8.9% |
| Other Punctuation | 724 | 0.6% |
| Dash Punctuation | 60 | 0.1% |
| Decimal Number | 40 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 11981 | |
| a | 8830 | |
| n | 8063 | |
| o | 7804 | |
| r | 7764 | |
| i | 7022 | 7.9% |
| s | 5094 | 5.8% |
| l | 5041 | 5.7% |
| t | 4479 | 5.1% |
| h | 3893 | 4.4% |
| Other values (29) | 18463 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 2459 | |
| B | 1738 | 9.1% |
| S | 1605 | 8.4% |
| J | 1403 | 7.4% |
| C | 1217 | 6.4% |
| M | 1179 | 6.2% |
| G | 1107 | 5.8% |
| D | 951 | 5.0% |
| L | 891 | 4.7% |
| R | 868 | 4.6% |
| Other values (16) | 5628 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 331 | |
| . | 281 | |
| ' | 71 | 9.8% |
| " | 28 | 3.9% |
| , | 13 | 1.8% |
Decimal Number
| Value | Count | Frequency (%) |
| 6 | 14 | |
| 5 | 13 | |
| 4 | 12 | |
| 2 | 1 | 2.5% |
Space Separator
| Value | Count | Frequency (%) |
| 10628 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 60 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 107480 | |
| Common | 11452 | 9.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 11981 | 11.1% |
| a | 8830 | 8.2% |
| n | 8063 | 7.5% |
| o | 7804 | 7.3% |
| r | 7764 | 7.2% |
| i | 7022 | 6.5% |
| s | 5094 | 4.7% |
| l | 5041 | 4.7% |
| t | 4479 | 4.2% |
| h | 3893 | 3.6% |
| Other values (55) | 37509 |
Common
| Value | Count | Frequency (%) |
| 10628 | ||
| & | 331 | 2.9% |
| . | 281 | 2.5% |
| ' | 71 | 0.6% |
| - | 60 | 0.5% |
| " | 28 | 0.2% |
| 6 | 14 | 0.1% |
| 5 | 13 | 0.1% |
| , | 13 | 0.1% |
| 4 | 12 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 118354 | |
| None | 578 | 0.5% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 11981 | 10.1% |
| 10628 | 9.0% | |
| a | 8830 | 7.5% |
| n | 8063 | 6.8% |
| o | 7804 | 6.6% |
| r | 7764 | 6.6% |
| i | 7022 | 5.9% |
| s | 5094 | 4.3% |
| l | 5041 | 4.3% |
| t | 4479 | 3.8% |
| Other values (53) | 41648 |
None
| Value | Count | Frequency (%) |
| é | 116 | |
| á | 91 | |
| í | 83 | |
| ç | 75 | |
| ô | 73 | |
| ê | 38 | 6.6% |
| ü | 26 | 4.5% |
| ã | 20 | 3.5% |
| ó | 17 | 2.9% |
| ñ | 14 | 2.4% |
| Other values (3) | 25 | 4.3% |
| Distinct | 8625 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 67.6 KiB |
| spotify:track:3tvqPPpXyIgKrm4PR9HCf0 | 2 |
|---|---|
| spotify:track:1zU2N6UlqvEHfwL6VjNLHf | 2 |
| spotify:track:4Sz8zFchpHQVQVqVyGz5Jb | 2 |
| spotify:track:7l9DlqEWqgKVDIzWIeoObf | 2 |
| spotify:track:1uzcPl4GZSU9Ysl1ZcMLTb | 2 |
| Other values (8620) |
Length
| Max length | 36 |
|---|---|
| Median length | 36 |
| Mean length | 36 |
| Min length | 36 |
Characters and Unicode
| Total characters | 311112 |
|---|---|
| Distinct characters | 63 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 8608 ? |
|---|---|
| Unique (%) | 99.6% |
Sample
| 1st row | spotify:track:1dtKN6wwlolkM8XZy2y9C1 |
|---|---|
| 2nd row | spotify:track:5hjsmSnUefdUqzsDogisiX |
| 3rd row | spotify:track:6uk8tI6pwxxdVTNlNOJeJh |
| 4th row | spotify:track:7aNjMJ05FvUXACPWZ7yJmv |
| 5th row | spotify:track:1rQ0clvgkzWr001POOPJWx |
Common Values
| Value | Count | Frequency (%) |
| spotify:track:3tvqPPpXyIgKrm4PR9HCf0 | 2 | < 0.1% |
| spotify:track:1zU2N6UlqvEHfwL6VjNLHf | 2 | < 0.1% |
| spotify:track:4Sz8zFchpHQVQVqVyGz5Jb | 2 | < 0.1% |
| spotify:track:7l9DlqEWqgKVDIzWIeoObf | 2 | < 0.1% |
| spotify:track:1uzcPl4GZSU9Ysl1ZcMLTb | 2 | < 0.1% |
| spotify:track:7IS9MwiLJp91PEyoUDazqb | 2 | < 0.1% |
| spotify:track:0wz1LjDb9ZNEYwOmDJ3Q4b | 2 | < 0.1% |
| spotify:track:0hA8G8smCwi1h1nmxyRqT3 | 2 | < 0.1% |
| spotify:track:3Jw2A9SC8zhntx4ON9VabX | 2 | < 0.1% |
| spotify:track:602rnDrA59nfIEcX5Qrlcx | 2 | < 0.1% |
| Other values (8615) | 8622 |
Length
| Value | Count | Frequency (%) |
| spotify:track:3tvqpppxyigkrm4pr9hcf0 | 2 | < 0.1% |
| spotify:track:602rndra59nfiecx5qrlcx | 2 | < 0.1% |
| spotify:track:1zu2n6ulqvehfwl6vjnlhf | 2 | < 0.1% |
| spotify:track:30y2tmgeufdiux6pm5ncjn | 2 | < 0.1% |
| spotify:track:4mfu8kcloqd9nv03gfvrkn | 2 | < 0.1% |
| spotify:track:4ukylqjhdjt6mda22ofxum | 2 | < 0.1% |
| spotify:track:2zf8ro2hx0aeyaqxqdekw1 | 2 | < 0.1% |
| spotify:track:4ucxtna6c5vcw79piz38vx | 2 | < 0.1% |
| spotify:track:602fffjeffsjnwc8ehdiwv | 2 | < 0.1% |
| spotify:track:4mrhemgssbtabx8ibnce1b | 2 | < 0.1% |
| Other values (8615) | 8622 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 20126 | 6.5% |
| : | 17284 | 5.6% |
| r | 11661 | 3.7% |
| k | 11635 | 3.7% |
| c | 11601 | 3.7% |
| p | 11595 | 3.7% |
| i | 11587 | 3.7% |
| f | 11557 | 3.7% |
| a | 11541 | 3.7% |
| s | 11528 | 3.7% |
| Other values (53) | 180997 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 179982 | |
| Uppercase Letter | 75670 | |
| Decimal Number | 38176 | 12.3% |
| Other Punctuation | 17284 | 5.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 20126 | 11.2% |
| r | 11661 | 6.5% |
| k | 11635 | 6.5% |
| c | 11601 | 6.4% |
| p | 11595 | 6.4% |
| i | 11587 | 6.4% |
| f | 11557 | 6.4% |
| a | 11541 | 6.4% |
| s | 11528 | 6.4% |
| o | 11524 | 6.4% |
| Other values (16) | 55627 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 3067 | 4.1% |
| H | 3026 | 4.0% |
| E | 2954 | 3.9% |
| L | 2950 | 3.9% |
| U | 2946 | 3.9% |
| D | 2939 | 3.9% |
| Q | 2930 | 3.9% |
| X | 2929 | 3.9% |
| K | 2923 | 3.9% |
| G | 2921 | 3.9% |
| Other values (16) | 46085 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 4161 | |
| 6 | 4115 | |
| 5 | 4037 | |
| 2 | 4014 | |
| 3 | 4010 | |
| 0 | 3994 | |
| 4 | 3984 | |
| 7 | 3857 | |
| 9 | 3043 | |
| 8 | 2961 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 17284 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 255652 | |
| Common | 55460 | 17.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 20126 | 7.9% |
| r | 11661 | 4.6% |
| k | 11635 | 4.6% |
| c | 11601 | 4.5% |
| p | 11595 | 4.5% |
| i | 11587 | 4.5% |
| f | 11557 | 4.5% |
| a | 11541 | 4.5% |
| s | 11528 | 4.5% |
| o | 11524 | 4.5% |
| Other values (42) | 131297 |
Common
| Value | Count | Frequency (%) |
| : | 17284 | |
| 1 | 4161 | 7.5% |
| 6 | 4115 | 7.4% |
| 5 | 4037 | 7.3% |
| 2 | 4014 | 7.2% |
| 3 | 4010 | 7.2% |
| 0 | 3994 | 7.2% |
| 4 | 3984 | 7.2% |
| 7 | 3857 | 7.0% |
| 9 | 3043 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 311112 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 20126 | 6.5% |
| : | 17284 | 5.6% |
| r | 11661 | 3.7% |
| k | 11635 | 3.7% |
| c | 11601 | 3.7% |
| p | 11595 | 3.7% |
| i | 11587 | 3.7% |
| f | 11557 | 3.7% |
| a | 11541 | 3.7% |
| s | 11528 | 3.7% |
| Other values (53) | 180997 |
danceability
Real number (ℝ)
| Distinct | 808 |
|---|---|
| Distinct (%) | 9.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.49216899 |
| Minimum | 0 |
|---|---|
| Maximum | 0.922 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.206 |
| Q1 | 0.382 |
| median | 0.501 |
| Q3 | 0.612 |
| 95-th percentile | 0.743 |
| Maximum | 0.922 |
| Range | 0.922 |
| Interquartile range (IQR) | 0.23 |
Descriptive statistics
| Standard deviation | 0.16217857 |
|---|---|
| Coefficient of variation (CV) | 0.32951807 |
| Kurtosis | -0.4724475 |
| Mean | 0.49216899 |
| Median Absolute Deviation (MAD) | 0.115 |
| Skewness | -0.1848209 |
| Sum | 4253.3244 |
| Variance | 0.02630189 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.477 | 31 | 0.4% |
| 0.463 | 29 | 0.3% |
| 0.534 | 28 | 0.3% |
| 0.515 | 28 | 0.3% |
| 0.65 | 28 | 0.3% |
| 0.559 | 28 | 0.3% |
| 0.6 | 28 | 0.3% |
| 0.502 | 27 | 0.3% |
| 0.418 | 27 | 0.3% |
| 0.567 | 27 | 0.3% |
| Other values (798) | 8361 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.0593 | 1 | |
| 0.0609 | 1 | |
| 0.0623 | 1 | |
| 0.0639 | 1 | |
| 0.0642 | 1 | |
| 0.0653 | 1 | |
| 0.0666 | 1 | |
| 0.0695 | 1 | |
| 0.0725 | 1 |
| Value | Count | Frequency (%) |
| 0.922 | 1 | |
| 0.918 | 1 | |
| 0.915 | 1 | |
| 0.914 | 1 | |
| 0.912 | 2 | |
| 0.899 | 2 | |
| 0.898 | 1 | |
| 0.895 | 2 | |
| 0.893 | 1 | |
| 0.89 | 2 |
energy
Real number (ℝ)
| Distinct | 1253 |
|---|---|
| Distinct (%) | 14.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.44520962 |
| Minimum | 0.000576 |
|---|---|
| Maximum | 0.995 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0.000576 |
|---|---|
| 5-th percentile | 0.0921 |
| Q1 | 0.281 |
| median | 0.436 |
| Q3 | 0.608 |
| 95-th percentile | 0.822 |
| Maximum | 0.995 |
| Range | 0.994424 |
| Interquartile range (IQR) | 0.327 |
Descriptive statistics
| Standard deviation | 0.2201721 |
|---|---|
| Coefficient of variation (CV) | 0.4945358 |
| Kurtosis | -0.71018764 |
| Mean | 0.44520962 |
| Median Absolute Deviation (MAD) | 0.163 |
| Skewness | 0.13691875 |
| Sum | 3847.5015 |
| Variance | 0.048475752 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.364 | 26 | 0.3% |
| 0.43 | 24 | 0.3% |
| 0.369 | 23 | 0.3% |
| 0.458 | 23 | 0.3% |
| 0.577 | 23 | 0.3% |
| 0.341 | 23 | 0.3% |
| 0.293 | 22 | 0.3% |
| 0.456 | 22 | 0.3% |
| 0.337 | 22 | 0.3% |
| 0.402 | 22 | 0.3% |
| Other values (1243) | 8412 |
| Value | Count | Frequency (%) |
| 0.000576 | 1 | |
| 0.000628 | 1 | |
| 0.00246 | 1 | |
| 0.00274 | 1 | |
| 0.00322 | 1 | |
| 0.00345 | 1 | |
| 0.0035 | 1 | |
| 0.00358 | 1 | |
| 0.00391 | 1 | |
| 0.00393 | 1 |
| Value | Count | Frequency (%) |
| 0.995 | 2 | |
| 0.991 | 1 | |
| 0.989 | 1 | |
| 0.988 | 1 | |
| 0.986 | 2 | |
| 0.985 | 1 | |
| 0.984 | 1 | |
| 0.982 | 1 | |
| 0.98 | 1 | |
| 0.972 | 1 |
key
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.0764869 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 1209 |
| Zeros (%) | 14.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.4500828 |
|---|---|
| Coefficient of variation (CV) | 0.67962016 |
| Kurtosis | -1.238094 |
| Mean | 5.0764869 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.017910188 |
| Sum | 43871 |
| Variance | 11.903072 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1209 | |
| 7 | 1124 | |
| 5 | 1004 | |
| 2 | 955 | |
| 9 | 852 | |
| 4 | 678 | |
| 10 | 664 | |
| 8 | 516 | |
| 1 | 512 | |
| 3 | 425 | 4.9% |
| Other values (2) | 703 |
| Value | Count | Frequency (%) |
| 0 | 1209 | |
| 1 | 512 | |
| 2 | 955 | |
| 3 | 425 | 4.9% |
| 4 | 678 | |
| 5 | 1004 | |
| 6 | 319 | 3.7% |
| 7 | 1124 | |
| 8 | 516 | |
| 9 | 852 |
| Value | Count | Frequency (%) |
| 11 | 384 | 4.4% |
| 10 | 664 | |
| 9 | 852 | |
| 8 | 516 | |
| 7 | 1124 | |
| 6 | 319 | 3.7% |
| 5 | 1004 | |
| 4 | 678 | |
| 3 | 425 | 4.9% |
| 2 | 955 |
loudness
Real number (ℝ)
| Distinct | 6623 |
|---|---|
| Distinct (%) | 76.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -12.029726 |
| Minimum | -41.643 |
|---|---|
| Maximum | -0.507 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 8642 |
| Negative (%) | 100.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | -41.643 |
|---|---|
| 5-th percentile | -21.5478 |
| Q1 | -14.39625 |
| median | -11.203 |
| Q3 | -8.61125 |
| 95-th percentile | -5.6531 |
| Maximum | -0.507 |
| Range | 41.136 |
| Interquartile range (IQR) | 5.785 |
Descriptive statistics
| Standard deviation | 4.9936753 |
|---|---|
| Coefficient of variation (CV) | -0.4151113 |
| Kurtosis | 2.6197448 |
| Mean | -12.029726 |
| Median Absolute Deviation (MAD) | 2.8225 |
| Skewness | -1.2282877 |
| Sum | -103960.9 |
| Variance | 24.936793 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -12.349 | 7 | 0.1% |
| -11.804 | 6 | 0.1% |
| -11.743 | 5 | 0.1% |
| -13.869 | 5 | 0.1% |
| -9.105 | 5 | 0.1% |
| -7.91 | 5 | 0.1% |
| -8.429 | 5 | 0.1% |
| -12.269 | 5 | 0.1% |
| -8.958 | 4 | < 0.1% |
| -10.072 | 4 | < 0.1% |
| Other values (6613) | 8591 |
| Value | Count | Frequency (%) |
| -41.643 | 1 | |
| -40.792 | 1 | |
| -40.051 | 1 | |
| -39.833 | 1 | |
| -39.609 | 1 | |
| -39.141 | 2 | |
| -39.003 | 1 | |
| -38.231 | 1 | |
| -37.56 | 1 | |
| -37.264 | 1 |
| Value | Count | Frequency (%) |
| -0.507 | 1 | |
| -0.81 | 1 | |
| -0.934 | 1 | |
| -1.101 | 1 | |
| -1.144 | 1 | |
| -1.155 | 1 | |
| -1.17 | 1 | |
| -1.348 | 1 | |
| -1.864 | 1 | |
| -1.904 | 1 |
mode
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 67.6 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8642 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 6530 | |
| 0 | 2112 | 24.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 6530 | |
| 0 | 2112 | 24.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 6530 | |
| 0 | 2112 | 24.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8642 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 6530 | |
| 0 | 2112 | 24.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8642 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 6530 | |
| 0 | 2112 | 24.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8642 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 6530 | |
| 0 | 2112 | 24.4% |
speechiness
Real number (ℝ)
| Distinct | 1025 |
|---|---|
| Distinct (%) | 11.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.062402129 |
| Minimum | 0 |
|---|---|
| Maximum | 0.96 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0277 |
| Q1 | 0.0323 |
| median | 0.0387 |
| Q3 | 0.0529 |
| 95-th percentile | 0.151 |
| Maximum | 0.96 |
| Range | 0.96 |
| Interquartile range (IQR) | 0.0206 |
Descriptive statistics
| Standard deviation | 0.098392959 |
|---|---|
| Coefficient of variation (CV) | 1.5767564 |
| Kurtosis | 50.028492 |
| Mean | 0.062402129 |
| Median Absolute Deviation (MAD) | 0.008 |
| Skewness | 6.66624 |
| Sum | 539.2792 |
| Variance | 0.0096811744 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0307 | 56 | 0.6% |
| 0.0339 | 55 | 0.6% |
| 0.0306 | 52 | 0.6% |
| 0.0304 | 50 | 0.6% |
| 0.0321 | 49 | 0.6% |
| 0.0315 | 48 | 0.6% |
| 0.0313 | 47 | 0.5% |
| 0.0319 | 46 | 0.5% |
| 0.0295 | 46 | 0.5% |
| 0.0314 | 46 | 0.5% |
| Other values (1015) | 8147 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.0232 | 1 | < 0.1% |
| 0.0233 | 1 | < 0.1% |
| 0.0238 | 2 | < 0.1% |
| 0.0239 | 1 | < 0.1% |
| 0.0241 | 2 | < 0.1% |
| 0.0242 | 1 | < 0.1% |
| 0.0243 | 2 | < 0.1% |
| 0.0244 | 6 | |
| 0.0245 | 6 |
| Value | Count | Frequency (%) |
| 0.96 | 1 | |
| 0.957 | 1 | |
| 0.955 | 1 | |
| 0.954 | 1 | |
| 0.952 | 1 | |
| 0.951 | 1 | |
| 0.95 | 1 | |
| 0.949 | 1 | |
| 0.948 | 2 | |
| 0.946 | 2 |
acousticness
Real number (ℝ)
| Distinct | 1375 |
|---|---|
| Distinct (%) | 15.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.61555679 |
| Minimum | 5.38 × 10-6 |
|---|---|
| Maximum | 0.996 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 5.38 × 10-6 |
|---|---|
| 5-th percentile | 0.065705 |
| Q1 | 0.408 |
| median | 0.683 |
| Q3 | 0.851 |
| 95-th percentile | 0.977 |
| Maximum | 0.996 |
| Range | 0.99599462 |
| Interquartile range (IQR) | 0.443 |
Descriptive statistics
| Standard deviation | 0.28551509 |
|---|---|
| Coefficient of variation (CV) | 0.46383224 |
| Kurtosis | -0.79534444 |
| Mean | 0.61555679 |
| Median Absolute Deviation (MAD) | 0.205 |
| Skewness | -0.57976981 |
| Sum | 5319.6418 |
| Variance | 0.081518864 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.98 | 37 | 0.4% |
| 0.992 | 31 | 0.4% |
| 0.994 | 29 | 0.3% |
| 0.993 | 28 | 0.3% |
| 0.991 | 27 | 0.3% |
| 0.986 | 26 | 0.3% |
| 0.99 | 25 | 0.3% |
| 0.984 | 25 | 0.3% |
| 0.978 | 25 | 0.3% |
| 0.966 | 25 | 0.3% |
| Other values (1365) | 8364 |
| Value | Count | Frequency (%) |
| 5.38 × 10-6 | 1 | |
| 2.82 × 10-5 | 1 | |
| 3.4 × 10-5 | 1 | |
| 4.87 × 10-5 | 1 | |
| 6.44 × 10-5 | 1 | |
| 7.58 × 10-5 | 1 | |
| 8.13 × 10-5 | 1 | |
| 8.67 × 10-5 | 1 | |
| 9.7 × 10-5 | 1 | |
| 0.000111 | 1 |
| Value | Count | Frequency (%) |
| 0.996 | 5 | 0.1% |
| 0.995 | 22 | |
| 0.994 | 29 | |
| 0.993 | 28 | |
| 0.992 | 31 | |
| 0.991 | 27 | |
| 0.99 | 25 | |
| 0.989 | 22 | |
| 0.988 | 14 | |
| 0.987 | 16 |
instrumentalness
Real number (ℝ)
| Distinct | 2962 |
|---|---|
| Distinct (%) | 34.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.14991921 |
| Minimum | 0 |
|---|---|
| Maximum | 0.999 |
| Zeros | 2877 |
| Zeros (%) | 33.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4.135 × 10-5 |
| Q3 | 0.03655 |
| 95-th percentile | 0.898 |
| Maximum | 0.999 |
| Range | 0.999 |
| Interquartile range (IQR) | 0.03655 |
Descriptive statistics
| Standard deviation | 0.30205419 |
|---|---|
| Coefficient of variation (CV) | 2.0147798 |
| Kurtosis | 1.4948819 |
| Mean | 0.14991921 |
| Median Absolute Deviation (MAD) | 4.135 × 10-5 |
| Skewness | 1.7878049 |
| Sum | 1295.6018 |
| Variance | 0.091236732 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2877 | |
| 0.9 | 15 | 0.2% |
| 0.896 | 14 | 0.2% |
| 0.911 | 11 | 0.1% |
| 0.928 | 10 | 0.1% |
| 0.867 | 9 | 0.1% |
| 0.903 | 9 | 0.1% |
| 0.885 | 9 | 0.1% |
| 0.897 | 9 | 0.1% |
| 0.858 | 9 | 0.1% |
| Other values (2952) | 5670 |
| Value | Count | Frequency (%) |
| 0 | 2877 | |
| 1 × 10-6 | 2 | < 0.1% |
| 1.01 × 10-6 | 6 | 0.1% |
| 1.02 × 10-6 | 2 | < 0.1% |
| 1.03 × 10-6 | 4 | < 0.1% |
| 1.04 × 10-6 | 5 | 0.1% |
| 1.05 × 10-6 | 5 | 0.1% |
| 1.06 × 10-6 | 3 | < 0.1% |
| 1.07 × 10-6 | 1 | < 0.1% |
| 1.08 × 10-6 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.999 | 1 | |
| 0.995 | 1 | |
| 0.994 | 1 | |
| 0.991 | 1 | |
| 0.989 | 2 | |
| 0.987 | 1 | |
| 0.986 | 2 | |
| 0.983 | 1 | |
| 0.982 | 1 | |
| 0.981 | 1 |
liveness
Real number (ℝ)
| Distinct | 1317 |
|---|---|
| Distinct (%) | 15.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.21353077 |
| Minimum | 0.0136 |
|---|---|
| Maximum | 0.984 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0.0136 |
|---|---|
| 5-th percentile | 0.0626 |
| Q1 | 0.103 |
| median | 0.148 |
| Q3 | 0.278 |
| 95-th percentile | 0.59395 |
| Maximum | 0.984 |
| Range | 0.9704 |
| Interquartile range (IQR) | 0.175 |
Descriptive statistics
| Standard deviation | 0.16946561 |
|---|---|
| Coefficient of variation (CV) | 0.79363554 |
| Kurtosis | 4.0464048 |
| Mean | 0.21353077 |
| Median Absolute Deviation (MAD) | 0.062 |
| Skewness | 1.9385874 |
| Sum | 1845.3329 |
| Variance | 0.028718592 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.107 | 94 | 1.1% |
| 0.11 | 84 | 1.0% |
| 0.106 | 77 | 0.9% |
| 0.108 | 73 | 0.8% |
| 0.101 | 71 | 0.8% |
| 0.114 | 71 | 0.8% |
| 0.111 | 69 | 0.8% |
| 0.113 | 63 | 0.7% |
| 0.109 | 61 | 0.7% |
| 0.121 | 61 | 0.7% |
| Other values (1307) | 7918 |
| Value | Count | Frequency (%) |
| 0.0136 | 1 | |
| 0.0146 | 1 | |
| 0.0189 | 1 | |
| 0.0212 | 1 | |
| 0.0216 | 1 | |
| 0.0224 | 1 | |
| 0.023 | 1 | |
| 0.0241 | 1 | |
| 0.0248 | 1 | |
| 0.0267 | 1 |
| Value | Count | Frequency (%) |
| 0.984 | 1 | < 0.1% |
| 0.982 | 1 | < 0.1% |
| 0.973 | 1 | < 0.1% |
| 0.972 | 2 | |
| 0.971 | 3 | |
| 0.969 | 1 | < 0.1% |
| 0.968 | 1 | < 0.1% |
| 0.967 | 1 | < 0.1% |
| 0.966 | 3 | |
| 0.965 | 1 | < 0.1% |
valence
Real number (ℝ)
| Distinct | 1206 |
|---|---|
| Distinct (%) | 14.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.57496298 |
| Minimum | 0 |
|---|---|
| Maximum | 0.993 |
| Zeros | 7 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.082115 |
| Q1 | 0.361 |
| median | 0.6025 |
| Q3 | 0.816 |
| 95-th percentile | 0.961 |
| Maximum | 0.993 |
| Range | 0.993 |
| Interquartile range (IQR) | 0.455 |
Descriptive statistics
| Standard deviation | 0.27311135 |
|---|---|
| Coefficient of variation (CV) | 0.47500684 |
| Kurtosis | -1.0186959 |
| Mean | 0.57496298 |
| Median Absolute Deviation (MAD) | 0.2245 |
| Skewness | -0.3124287 |
| Sum | 4968.8301 |
| Variance | 0.074589809 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.961 | 63 | 0.7% |
| 0.963 | 52 | 0.6% |
| 0.962 | 51 | 0.6% |
| 0.965 | 49 | 0.6% |
| 0.96 | 47 | 0.5% |
| 0.964 | 42 | 0.5% |
| 0.966 | 28 | 0.3% |
| 0.967 | 25 | 0.3% |
| 0.887 | 23 | 0.3% |
| 0.901 | 20 | 0.2% |
| Other values (1196) | 8242 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 0.0203 | 1 | < 0.1% |
| 0.0245 | 1 | < 0.1% |
| 0.0256 | 1 | < 0.1% |
| 0.027 | 1 | < 0.1% |
| 0.0273 | 2 | < 0.1% |
| 0.0289 | 1 | < 0.1% |
| 0.0296 | 1 | < 0.1% |
| 0.0298 | 1 | < 0.1% |
| 0.03 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.993 | 1 | < 0.1% |
| 0.991 | 2 | < 0.1% |
| 0.984 | 1 | < 0.1% |
| 0.983 | 3 | < 0.1% |
| 0.982 | 2 | < 0.1% |
| 0.98 | 5 | |
| 0.979 | 1 | < 0.1% |
| 0.978 | 3 | < 0.1% |
| 0.977 | 9 | |
| 0.976 | 7 |
tempo
Real number (ℝ)
| Distinct | 8206 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 115.12527 |
| Minimum | 0 |
|---|---|
| Maximum | 241.009 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 74.5012 |
| Q1 | 93.71825 |
| median | 112.372 |
| Q3 | 131.91525 |
| 95-th percentile | 173.17525 |
| Maximum | 241.009 |
| Range | 241.009 |
| Interquartile range (IQR) | 38.197 |
Descriptive statistics
| Standard deviation | 29.21088 |
|---|---|
| Coefficient of variation (CV) | 0.25373125 |
| Kurtosis | 0.23825456 |
| Mean | 115.12527 |
| Median Absolute Deviation (MAD) | 19.046 |
| Skewness | 0.60216411 |
| Sum | 994912.61 |
| Variance | 853.2755 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 108.87 | 3 | < 0.1% |
| 79.981 | 3 | < 0.1% |
| 135.309 | 3 | < 0.1% |
| 101.307 | 3 | < 0.1% |
| 115.997 | 3 | < 0.1% |
| 66.588 | 3 | < 0.1% |
| 116.868 | 3 | < 0.1% |
| 144.338 | 3 | < 0.1% |
| 108.293 | 3 | < 0.1% |
| 111.003 | 3 | < 0.1% |
| Other values (8196) | 8612 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 31.988 | 1 | |
| 32.435 | 1 | |
| 34.333 | 1 | |
| 34.496 | 1 | |
| 36.52 | 1 | |
| 39.823 | 1 | |
| 45.053 | 1 | |
| 45.363 | 1 | |
| 46.315 | 1 |
| Value | Count | Frequency (%) |
| 241.009 | 1 | |
| 233.429 | 1 | |
| 212.9 | 1 | |
| 211.206 | 1 | |
| 210.874 | 1 | |
| 210.186 | 1 | |
| 209.864 | 1 | |
| 209.555 | 1 | |
| 209.482 | 1 | |
| 208.007 | 1 |
duration_ms
Real number (ℝ)
| Distinct | 6360 |
|---|---|
| Distinct (%) | 73.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 183638.34 |
| Minimum | 15168 |
|---|---|
| Maximum | 2516987 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 15168 |
|---|---|
| 5-th percentile | 100293.7 |
| Q1 | 141070.25 |
| median | 162746.5 |
| Q3 | 193230 |
| 95-th percentile | 334742.6 |
| Maximum | 2516987 |
| Range | 2501819 |
| Interquartile range (IQR) | 52159.75 |
Descriptive statistics
| Standard deviation | 100574.39 |
|---|---|
| Coefficient of variation (CV) | 0.54767639 |
| Kurtosis | 68.734758 |
| Mean | 183638.34 |
| Median Absolute Deviation (MAD) | 24573.5 |
| Skewness | 5.8477416 |
| Sum | 1.5870026 × 109 |
| Variance | 1.0115207 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 158000 | 7 | 0.1% |
| 155267 | 7 | 0.1% |
| 164000 | 7 | 0.1% |
| 162533 | 7 | 0.1% |
| 139400 | 7 | 0.1% |
| 162693 | 6 | 0.1% |
| 143133 | 6 | 0.1% |
| 154133 | 6 | 0.1% |
| 157267 | 6 | 0.1% |
| 151293 | 6 | 0.1% |
| Other values (6350) | 8577 |
| Value | Count | Frequency (%) |
| 15168 | 1 | |
| 15629 | 1 | |
| 20573 | 1 | |
| 21587 | 1 | |
| 21950 | 1 | |
| 22215 | 1 | |
| 22957 | 1 | |
| 22989 | 1 | |
| 23400 | 1 | |
| 24183 | 1 |
| Value | Count | Frequency (%) |
| 2516987 | 1 | |
| 1637889 | 1 | |
| 1564400 | 1 | |
| 1478193 | 1 | |
| 1418213 | 1 | |
| 1336726 | 1 | |
| 1298000 | 1 | |
| 1240200 | 1 | |
| 1228133 | 1 | |
| 1181067 | 1 |
time_signature
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 67.6 KiB |
| 4 | |
|---|---|
| 3 | |
| 5 | 180 |
| 1 | 122 |
| 0 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8642 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 4 |
| 3rd row | 4 |
| 4th row | 4 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 6944 | |
| 3 | 1395 | 16.1% |
| 5 | 180 | 2.1% |
| 1 | 122 | 1.4% |
| 0 | 1 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 6944 | |
| 3 | 1395 | 16.1% |
| 5 | 180 | 2.1% |
| 1 | 122 | 1.4% |
| 0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 6944 | |
| 3 | 1395 | 16.1% |
| 5 | 180 | 2.1% |
| 1 | 122 | 1.4% |
| 0 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8642 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 6944 | |
| 3 | 1395 | 16.1% |
| 5 | 180 | 2.1% |
| 1 | 122 | 1.4% |
| 0 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8642 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 6944 | |
| 3 | 1395 | 16.1% |
| 5 | 180 | 2.1% |
| 1 | 122 | 1.4% |
| 0 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8642 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 6944 | |
| 3 | 1395 | 16.1% |
| 5 | 180 | 2.1% |
| 1 | 122 | 1.4% |
| 0 | 1 | < 0.1% |
chorus_hit
Real number (ℝ)
| Distinct | 8525 |
|---|---|
| Distinct (%) | 98.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.938212 |
| Minimum | 0 |
|---|---|
| Maximum | 187.49563 |
| Zeros | 60 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 19.264874 |
| Q1 | 27.094223 |
| median | 35.159015 |
| Q3 | 46.959238 |
| 95-th percentile | 72.367851 |
| Maximum | 187.49563 |
| Range | 187.49563 |
| Interquartile range (IQR) | 19.865015 |
Descriptive statistics
| Standard deviation | 17.496059 |
|---|---|
| Coefficient of variation (CV) | 0.44932877 |
| Kurtosis | 4.8181794 |
| Mean | 38.938212 |
| Median Absolute Deviation (MAD) | 9.253495 |
| Skewness | 1.5606525 |
| Sum | 336504.03 |
| Variance | 306.11208 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 60 | 0.7% |
| 54.06921 | 2 | < 0.1% |
| 27.53931 | 2 | < 0.1% |
| 31.95776 | 2 | < 0.1% |
| 65.96304 | 2 | < 0.1% |
| 25.6237 | 2 | < 0.1% |
| 31.53387 | 2 | < 0.1% |
| 57.0552 | 2 | < 0.1% |
| 37.11365 | 2 | < 0.1% |
| 51.61181 | 2 | < 0.1% |
| Other values (8515) | 8564 |
| Value | Count | Frequency (%) |
| 0 | 60 | |
| 4.14117 | 1 | < 0.1% |
| 4.1643 | 1 | < 0.1% |
| 5.37369 | 1 | < 0.1% |
| 5.58179 | 1 | < 0.1% |
| 5.69742 | 1 | < 0.1% |
| 7.74978 | 1 | < 0.1% |
| 7.8079 | 1 | < 0.1% |
| 7.95113 | 1 | < 0.1% |
| 7.96856 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 187.49563 | 1 | |
| 177.04593 | 1 | |
| 165.17163 | 1 | |
| 159.39547 | 1 | |
| 155.2747 | 1 | |
| 150.85993 | 1 | |
| 150.17626 | 1 | |
| 148.53513 | 1 | |
| 142.91811 | 1 | |
| 136.36078 | 1 |
sections
Real number (ℝ)
| Distinct | 56 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.884286 |
| Minimum | 0 |
|---|---|
| Maximum | 109 |
| Zeros | 10 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 7 |
| median | 8 |
| Q3 | 10 |
| 95-th percentile | 15 |
| Maximum | 109 |
| Range | 109 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 4.329212 |
|---|---|
| Coefficient of variation (CV) | 0.48728868 |
| Kurtosis | 62.486736 |
| Mean | 8.884286 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 5.1318755 |
| Sum | 76778 |
| Variance | 18.742077 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 1494 | |
| 7 | 1391 | |
| 9 | 1253 | |
| 6 | 971 | |
| 10 | 950 | |
| 11 | 511 | 5.9% |
| 5 | 482 | 5.6% |
| 12 | 337 | 3.9% |
| 4 | 231 | 2.7% |
| 13 | 201 | 2.3% |
| Other values (46) | 821 |
| Value | Count | Frequency (%) |
| 0 | 10 | 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 49 | 0.6% |
| 3 | 131 | 1.5% |
| 4 | 231 | 2.7% |
| 5 | 482 | 5.6% |
| 6 | 971 | |
| 7 | 1391 | |
| 8 | 1494 | |
| 9 | 1253 |
| Value | Count | Frequency (%) |
| 109 | 1 | |
| 76 | 1 | |
| 68 | 1 | |
| 63 | 1 | |
| 57 | 1 | |
| 55 | 1 | |
| 53 | 1 | |
| 50 | 1 | |
| 49 | 1 | |
| 46 | 2 |
target
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 67.6 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8642 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 4321 | |
| 0 | 4321 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 4321 | |
| 0 | 4321 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 4321 | |
| 0 | 4321 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8642 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 4321 | |
| 0 | 4321 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8642 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 4321 | |
| 0 | 4321 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8642 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 4321 | |
| 0 | 4321 |
Auto
The auto setting is an interpretable pairwise column metric of the following mapping:- Variable_type-Variable_type : Method, Range
- Categorical-Categorical : Cramer's V, [0,1]
- Numerical-Categorical : Cramer's V, [0,1] (using a discretized numerical column)
- Numerical-Numerical : Spearman's ρ, [-1,1]
This configuration uses the recommended metric for each pair of columns.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.| track | artist | uri | danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | duration_ms | time_signature | chorus_hit | sections | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Jealous Kind Of Fella | Garland Green | spotify:track:1dtKN6wwlolkM8XZy2y9C1 | 0.417 | 0.620 | 3 | -7.727 | 1 | 0.0403 | 0.4900 | 0.000000 | 0.0779 | 0.845 | 185.655 | 173533 | 3 | 32.94975 | 9 | 1 |
| 1 | Initials B.B. | Serge Gainsbourg | spotify:track:5hjsmSnUefdUqzsDogisiX | 0.498 | 0.505 | 3 | -12.475 | 1 | 0.0337 | 0.0180 | 0.107000 | 0.1760 | 0.797 | 101.801 | 213613 | 4 | 48.82510 | 10 | 0 |
| 2 | Melody Twist | Lord Melody | spotify:track:6uk8tI6pwxxdVTNlNOJeJh | 0.657 | 0.649 | 5 | -13.392 | 1 | 0.0380 | 0.8460 | 0.000004 | 0.1190 | 0.908 | 115.940 | 223960 | 4 | 37.22663 | 12 | 0 |
| 3 | Mi Bomba Sonó | Celia Cruz | spotify:track:7aNjMJ05FvUXACPWZ7yJmv | 0.590 | 0.545 | 7 | -12.058 | 0 | 0.1040 | 0.7060 | 0.024600 | 0.0610 | 0.967 | 105.592 | 157907 | 4 | 24.75484 | 8 | 0 |
| 4 | Uravu Solla | P. Susheela | spotify:track:1rQ0clvgkzWr001POOPJWx | 0.515 | 0.765 | 11 | -3.515 | 0 | 0.1240 | 0.8570 | 0.000872 | 0.2130 | 0.906 | 114.617 | 245600 | 4 | 21.79874 | 14 | 0 |
| 5 | Beat n. 3 | Ennio Morricone | spotify:track:32VBSoD2vcoIOiPEvAfFXU | 0.697 | 0.673 | 0 | -10.573 | 1 | 0.0266 | 0.7140 | 0.919000 | 0.1220 | 0.778 | 112.117 | 167667 | 4 | 65.48604 | 7 | 0 |
| 6 | Samba De Uma Nota So (One Note Samba) | Antônio Carlos Jobim | spotify:track:62eoocmGk59EMfuRcLBvUL | 0.662 | 0.272 | 0 | -18.883 | 1 | 0.0313 | 0.3600 | 0.228000 | 0.0963 | 0.591 | 143.507 | 134360 | 4 | 47.82155 | 7 | 0 |
| 7 | Happy Days | Marv Johnson | spotify:track:0ecGwZA1ReAq4Mn3ZInaT4 | 0.720 | 0.624 | 5 | -9.086 | 0 | 0.0473 | 0.7950 | 0.000000 | 0.4880 | 0.887 | 119.999 | 160040 | 4 | 30.42891 | 8 | 1 |
| 8 | Carolina - Remastered 2006 | Caetano Veloso | spotify:track:15gNqKkZN9Mq9AvnRqWJKb | 0.545 | 0.220 | 2 | -15.079 | 0 | 0.0828 | 0.5820 | 0.239000 | 0.2690 | 0.386 | 118.223 | 158413 | 4 | 47.08099 | 6 | 0 |
| 9 | I Can Hear Music | The Beach Boys | spotify:track:1hcMfYTsRTC4hIKbfosxjz | 0.511 | 0.603 | 2 | -7.637 | 1 | 0.0280 | 0.0385 | 0.000002 | 0.1420 | 0.685 | 128.336 | 157293 | 4 | 43.36534 | 9 | 1 |
| track | artist | uri | danceability | energy | key | loudness | mode | speechiness | acousticness | instrumentalness | liveness | valence | tempo | duration_ms | time_signature | chorus_hit | sections | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8632 | Respect | The Rationals | spotify:track:4OtaiDOzd4BB2QleFoLhLh | 0.496 | 0.7070 | 7 | -7.095 | 1 | 0.0371 | 0.00675 | 0.000000 | 0.3500 | 0.860 | 126.853 | 160267 | 4 | 32.72728 | 10 | 1 |
| 8633 | House For Everyone - Mono Version | Traffic | spotify:track:1OpOwGyDFYEIrBiUEKh4gr | 0.550 | 0.7170 | 9 | -9.019 | 0 | 0.0777 | 0.47700 | 0.000001 | 0.1290 | 0.698 | 123.123 | 125507 | 4 | 19.26788 | 5 | 0 |
| 8634 | Ritmo Pa' Mí - Remasterizado | Orquesta Casino De La Playa | spotify:track:29z4dKc1FX9wbtVmiGwIFD | 0.630 | 0.3370 | 2 | -8.907 | 1 | 0.3080 | 0.94200 | 0.000262 | 0.0892 | 0.668 | 108.888 | 172733 | 4 | 31.65817 | 7 | 0 |
| 8635 | What's Easy For Two Is So Hard For One | Mary Wells | spotify:track:3nBzI7PjzcD0emsy8l6tfa | 0.627 | 0.4900 | 2 | -9.399 | 1 | 0.0702 | 0.63200 | 0.001710 | 0.3160 | 0.895 | 133.975 | 173267 | 4 | 47.37986 | 9 | 1 |
| 8636 | Don Giovanni, K. 527, Act II: "Questo è il fin" | Wiener Philharmoniker | spotify:track:70znNsO00mVf2Bp8q8ctCj | 0.221 | 0.5980 | 3 | -12.170 | 1 | 0.5530 | 0.97300 | 0.000000 | 0.9090 | 0.339 | 166.533 | 103107 | 4 | 52.83956 | 5 | 0 |
| 8637 | Le ire di Ursus | Giampiero Boneschi | spotify:track:3dVgolCVuNgecU5jovpc45 | 0.420 | 0.8730 | 3 | -11.689 | 1 | 0.1000 | 0.80800 | 0.879000 | 0.3630 | 0.183 | 119.821 | 26244 | 4 | 0.00000 | 2 | 0 |
| 8638 | A-B-C | John Zacherle | spotify:track:0zXhzKf4raEYstebL7L42C | 0.716 | 0.7420 | 10 | -5.727 | 0 | 0.2420 | 0.66300 | 0.000000 | 0.1070 | 0.834 | 135.104 | 142987 | 4 | 28.34316 | 10 | 0 |
| 8639 | Useless Landscape | Antônio Carlos Jobim | spotify:track:2uC02PCRVM6BhAaK7dgxxp | 0.361 | 0.0944 | 10 | -22.663 | 1 | 0.0327 | 0.94000 | 0.000178 | 0.1150 | 0.139 | 92.472 | 137200 | 4 | 56.63498 | 6 | 0 |
| 8640 | Vendedor De Assaí | Ary Lobo | spotify:track:0gpSUWZWNIRrEenaC1ZGk9 | 0.452 | 0.7590 | 4 | -7.821 | 0 | 0.1750 | 0.65800 | 0.000000 | 0.7380 | 0.853 | 137.976 | 159107 | 3 | 28.24372 | 9 | 0 |
| 8641 | Mambo Simphony - Remasterizado | Orquesta Casino De La Playa | spotify:track:5j0G0nkCSPlmSCSgXchMn3 | 0.554 | 0.2780 | 5 | -8.386 | 1 | 0.0349 | 0.92800 | 0.922000 | 0.1360 | 0.428 | 131.401 | 164227 | 4 | 37.39251 | 8 | 0 |